Robust outlier detection by de-biasing VAE likelihoods

Kushal Chauhan, Barath Mohan U, Pradeep Shenoy +2

Deep networks often make confident, yet, incorrect, predictions when tested with outlier data that is far removed from their training distributions. Likelihoods computed by deep ge…